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NGOI Sigma

Ngoisigma
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https://protonovea.wordpress.com/

AI & ML interests

Общее планирование ФДЛ подход в методологии построения систем

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replied to ginipick's post about 1 month ago
🚀 FLUXllama gpt-oss: 4-bit Quantization + GPT-OSS-120B = Perfect AI Image Generation 🎯 One-Line Summary "Maximum Images with Minimal Memory!" - The perfect fusion of 4-bit quantization and GPT-OSS-120B prompt enhancement https://huggingface.co/spaces/ginipick/FLUXllama 🧠 Core Innovation: Prompt Enhancement System 📝 What You Type: "cat" ✨ What GPT-OSS-120B Transforms: "Majestic tabby cat with emerald eyes in golden afternoon light, soft bokeh, cinematic lighting, 8K photorealistic" 💡 Result: Beginners create professional-grade images instantly! ⚡ The Magic of 4-bit Quantization 🔥 Before (Standard Model) 📦 Memory: 24GB VRAM required ⏱️ Loading: 45 seconds 💰 Cost: RTX 4090 essential ($2000+) 🎉 After (FLUXllama gpt-oss 4-bit) 📦 Memory: 6GB VRAM (75% reduction!) ⏱️ Loading: 12 seconds (73% faster!) 💰 Cost: RTX 3060 works great! ($400) Same quality, 4x efficiency! 🎊 🔧 Simple Model Swapping python# Switch to any LLM in 1 second! pipe = pipeline("text-generation", model="your-model") ✅ GPT-OSS-120B (Premium quality) ✅ Phi-3 (Lightning fast) ✅ Custom models (Your unique style) 🏆 Why FLUXllama gpt-oss? 💪 Powerful Hugging Face 'STAR AI 12' Selected (Dec 2024) 95% quality maintained with 75% memory savings 🤝 Easy No prompt writing skills needed GPT-OSS-120B enhances automatically 💸 Economical Works on consumer GPUs 60% cloud cost reduction 🚀 Start Now Just 3 Steps! 💭 Enter your idea ✨ Click "Enhance Prompt" 🎨 Click "Generate" Result: Images that rival pro designers! 🎊 FLUXllama gpt-oss = Less Resources + Smart Prompts = Best Images Experience the perfect synergy of 4-bit quantization and GPT-OSS-120B!
reacted to ginipick's post with 👍 about 1 month ago
🚀 FLUXllama gpt-oss: 4-bit Quantization + GPT-OSS-120B = Perfect AI Image Generation 🎯 One-Line Summary "Maximum Images with Minimal Memory!" - The perfect fusion of 4-bit quantization and GPT-OSS-120B prompt enhancement https://huggingface.co/spaces/ginipick/FLUXllama 🧠 Core Innovation: Prompt Enhancement System 📝 What You Type: "cat" ✨ What GPT-OSS-120B Transforms: "Majestic tabby cat with emerald eyes in golden afternoon light, soft bokeh, cinematic lighting, 8K photorealistic" 💡 Result: Beginners create professional-grade images instantly! ⚡ The Magic of 4-bit Quantization 🔥 Before (Standard Model) 📦 Memory: 24GB VRAM required ⏱️ Loading: 45 seconds 💰 Cost: RTX 4090 essential ($2000+) 🎉 After (FLUXllama gpt-oss 4-bit) 📦 Memory: 6GB VRAM (75% reduction!) ⏱️ Loading: 12 seconds (73% faster!) 💰 Cost: RTX 3060 works great! ($400) Same quality, 4x efficiency! 🎊 🔧 Simple Model Swapping python# Switch to any LLM in 1 second! pipe = pipeline("text-generation", model="your-model") ✅ GPT-OSS-120B (Premium quality) ✅ Phi-3 (Lightning fast) ✅ Custom models (Your unique style) 🏆 Why FLUXllama gpt-oss? 💪 Powerful Hugging Face 'STAR AI 12' Selected (Dec 2024) 95% quality maintained with 75% memory savings 🤝 Easy No prompt writing skills needed GPT-OSS-120B enhances automatically 💸 Economical Works on consumer GPUs 60% cloud cost reduction 🚀 Start Now Just 3 Steps! 💭 Enter your idea ✨ Click "Enhance Prompt" 🎨 Click "Generate" Result: Images that rival pro designers! 🎊 FLUXllama gpt-oss = Less Resources + Smart Prompts = Best Images Experience the perfect synergy of 4-bit quantization and GPT-OSS-120B!
published a Space about 2 months ago
Ngoisigma/GPT-N7Dplus-Navigator
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